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Collections including paper arxiv:2512.17351

YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection

Paper • 2512.23273 • Published Dec 29, 2025 • 15
A 58-Addition, Rank-23 Scheme for General 3x3 Matrix Multiplication

Paper • 2512.21980 • Published Dec 26, 2025 • 3
Step-DeepResearch Technical Report

Paper • 2512.20491 • Published Dec 23, 2025 • 87
SAM Audio: Segment Anything in Audio

Paper • 2512.18099 • Published Dec 19, 2025 • 24

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

about 15 hours ago

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 33
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published Oct 16, 2025 • 42
BitNet Distillation

Paper • 2510.13998 • Published Oct 15, 2025 • 59
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 53

Physics of Language Models: Part 4.2

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
facebook/PhysicsLM4.2__LlamaCanon-8B-Nemo-1T-lr0.003

Updated Dec 23, 2025 • 1 • 5
facebook/PhysicsLM4.2__LlamaCanon-1B-Nemo-1T-lr0.002

Updated Dec 23, 2025 • 19 • 3
facebook/PhysicsLM4.2__LlamaCanon-1B-Nemo-1T-lr0.003

Updated Dec 23, 2025 • 2

Physics and operators

Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation

Paper • 2507.02608 • Published Jul 3, 2025 • 22
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published Feb 13 • 45

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published Dec 23, 2025 • 95
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models

Paper • 2512.19526 • Published Dec 22, 2025 • 12
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry

Paper • 2512.18314 • Published Dec 20, 2025 • 9
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 148
Video Reasoning without Training

Paper • 2510.17045 • Published Oct 19, 2025 • 8
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 277

LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios

Paper • 2509.09926 • Published Sep 12, 2025 • 14
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge

Paper • 2508.08344 • Published Aug 11, 2025
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities

Paper • 2507.13158 • Published Jul 17, 2025 • 24
DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering

Paper • 2507.11527 • Published Jul 15, 2025 • 35
Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models

Paper • 2507.14241 • Published Jul 17, 2025 • 18
The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6, 2024 • 68

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 208 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection

Paper • 2512.23273 • Published Dec 29, 2025 • 15
A 58-Addition, Rank-23 Scheme for General 3x3 Matrix Multiplication

Paper • 2512.21980 • Published Dec 26, 2025 • 3
Step-DeepResearch Technical Report

Paper • 2512.20491 • Published Dec 23, 2025 • 87
SAM Audio: Segment Anything in Audio

Paper • 2512.18099 • Published Dec 19, 2025 • 24

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published Dec 23, 2025 • 95
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models

Paper • 2512.19526 • Published Dec 22, 2025 • 12
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry

Paper • 2512.18314 • Published Dec 20, 2025 • 9
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 148
Video Reasoning without Training

Paper • 2510.17045 • Published Oct 19, 2025 • 8
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 277

about 15 hours ago

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 33
Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published Oct 16, 2025 • 42
BitNet Distillation

Paper • 2510.13998 • Published Oct 15, 2025 • 59
GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 53

LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios

Paper • 2509.09926 • Published Sep 12, 2025 • 14
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge

Paper • 2508.08344 • Published Aug 11, 2025
MemMamba: Rethinking Memory Patterns in State Space Model

Paper • 2510.03279 • Published Sep 28, 2025 • 74
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 49

Physics of Language Models: Part 4.2

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
facebook/PhysicsLM4.2__LlamaCanon-8B-Nemo-1T-lr0.003

Updated Dec 23, 2025 • 1 • 5
facebook/PhysicsLM4.2__LlamaCanon-1B-Nemo-1T-lr0.002

Updated Dec 23, 2025 • 19 • 3
facebook/PhysicsLM4.2__LlamaCanon-1B-Nemo-1T-lr0.003

Updated Dec 23, 2025 • 2

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities

Paper • 2507.13158 • Published Jul 17, 2025 • 24
DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering

Paper • 2507.11527 • Published Jul 15, 2025 • 35
Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models

Paper • 2507.14241 • Published Jul 17, 2025 • 18
The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6, 2024 • 68

Physics and operators

Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation

Paper • 2507.02608 • Published Jul 3, 2025 • 22
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28
RynnBrain: Open Embodied Foundation Models

Paper • 2602.14979 • Published Feb 13 • 45

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 208 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

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